Oracle-Based Distributionally Robust Optimization under Optimal Transport Ambiguity Sets

Guixian Chen, Salar Fattahi, Soroosh Shafiee

Distributionally robust optimization (DRO) with optimal transport ambiguity sets is traditionally solved by reformulating the minimax problem into a single-level convex program. Wh…